Question: Does a high value of r 2 allow us to conclude that two variables are causally related? Explain. Yes. Regression or correlation analysis always allows

Does a high value of

r²

allow us to conclude that two variables are causally related? Explain.

Yes. Regression or correlation analysis always allows us to conclude that two variables are causally related

.No. Regression or correlation analysis can never allow us to conclude that two variables are causally related.

A high value ofr²can only allow us to conclude that two variables are causally related in nonlinear relationships, but not in linear relationships.

A high value ofr²can only allow us to conclude that two variables are causally related in linear relationships, but not in nonlinear relationships.

Yes. Sincer²is the percentage of the total sum of squares that can be explained by using the estimated regression equation, a high value ofr²allows us to conclude that two variables are causally related.

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